Educational model-memory, facility-energy and completed-token cost calculations.
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Calculate PUE-adjusted facility kW, kWh and illustrative electricity cost. No facility measurement or commercial quote.
Calculate PUE-adjusted facility kW, kWh and illustrative electricity cost. No facility measurement or commercial quote.
| Argument | Type | Description |
|---|---|---|
| pue* |
| number |
| hours* | number |
| it_kw* | number |
| usd_per_kwh* | number |
{
"type": "object",
"required": [
"it_kw",
"pue",
"hours",
"usd_per_kwh"
],
"properties": {
"pue": {
"type": "number",
"minimum": 1
},
"hours": {
"type": "number",
"minimum": 0
},
"it_kw": {
"type": "number",
"minimum": 0
},
"usd_per_kwh": {
"type": "number",
"minimum": 0
}
},
"additionalProperties": false
}Calculate illustrative USD per million completed tokens from supplied cost and token count; not Aguasto pricing.
| Argument | Type | Description |
|---|---|---|
| cost_usd* | number | |
| completed_tokens* | number |
{
"type": "object",
"required": [
"cost_usd",
"completed_tokens"
],
"properties": {
"cost_usd": {
"type": "number",
"minimum": 0
},
"completed_tokens": {
"type": "number",
"exclusiveMinimum": 0
}
},
"additionalProperties": false
}Estimate model weight memory in decimal GB and binary GiB; excludes KV cache, activations and runtime overhead.
| Argument | Type | Description |
|---|---|---|
| bits* | number | |
| parameters_billions* | number |
{
"type": "object",
"required": [
"parameters_billions",
"bits"
],
"properties": {
"bits": {
"enum": [
4,
8,
16,
32
],
"type": "number"
},
"parameters_billions": {
"type": "number",
"exclusiveMinimum": 0
}
},
"additionalProperties": false
}